Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
Code Code Available A multifidelity approach to continual learning for physical systems Apr 8, 2023 Continual Learning
Code Code Available Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available A Multi-Head Model for Continual Learning via Out-of-Distribution Replay Aug 20, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual Multimodal Knowledge Graph Construction May 15, 2023 Continual Learning graph construction
Code Code Available Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism May 6, 2022 Continual Learning Diversity
Code Code Available BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available Continual Predictive Learning from Videos Apr 12, 2022 Continual Learning Prediction
Code Code Available Continual Pre-Training Mitigates Forgetting in Language and Vision May 19, 2022 Continual Learning Continual Pretraining
Code Code Available Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Aug 25, 2024 Collaborative Filtering Continual Learning
Code Code Available ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Aug 25, 2023 Continual Learning Prognosis
Code Code Available Fine-tuned Language Models are Continual Learners May 24, 2022 Continual Learning
Code Code Available Continual World: A Robotic Benchmark For Continual Reinforcement Learning May 23, 2021 Continual Learning reinforcement-learning
Code Code Available Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available Continuum: Simple Management of Complex Continual Learning Scenarios Feb 11, 2021 Continual Learning Management
Code Code Available Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Mar 7, 2024 Continual Learning Contrastive Learning
Code Code Available Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases Apr 18, 2023 Continual Learning
Code Code Available BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning May 8, 2023 Continual Learning Diversity
Code Code Available CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Jan 1, 2023 Continual Learning Continual Pretraining
Code Code Available Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jul 7, 2020 Continual Learning Extractive Summarization
Code Code Available BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Sep 19, 2022 Bilevel Optimization Continual Learning
Code Code Available A unifying framework for generalised Bayesian online learning in non-stationary environments Nov 15, 2024 Continual Learning Multi-Armed Bandits
Code Code Available Dataset Condensation with Distribution Matching Oct 8, 2021 Continual Learning Dataset Condensation
Code Code Available Model Zoo: A Growing "Brain" That Learns Continually Jun 6, 2021 Continual Learning Learning Theory
Code Code Available Conditional Channel Gated Networks for Task-Aware Continual Learning Mar 31, 2020 Continual Learning
Code Code Available Computationally Budgeted Continual Learning: What Does Matter? Mar 20, 2023 Continual Learning GPU
Code Code Available DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available Distilled Replay: Overcoming Forgetting through Synthetic Samples Mar 29, 2021 Continual Learning
Code Code Available Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Oct 8, 2022 Causal Inference Continual Learning
Code Code Available Do Pre-trained Models Benefit Equally in Continual Learning? Oct 27, 2022 Continual Learning
Code Code Available Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available ConPET: Continual Parameter-Efficient Tuning for Large Language Models Sep 26, 2023 Continual Learning
Code Code Available Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Mar 28, 2024 Continual Learning
Code Code Available Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Dec 31, 2021 Continual Learning Deep Learning
Code Code Available An Empirical Investigation of the Role of Pre-training in Lifelong Learning Dec 16, 2021 Continual Learning image-classification
Code Code Available Efficient Continual Learning with Modular Networks and Task-Driven Priors Dec 23, 2020 Continual Learning
Code Code Available Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Jan 3, 2020 Continual Learning image-classification
Code Code Available A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data Oct 8, 2023 Action Recognition Continual Learning
Code Code Available Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces Apr 7, 1994 Active Learning Benchmarking
Code Code Available Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available A Neural Span-Based Continual Named Entity Recognition Model Feb 23, 2023 Continual Learning Continual Named Entity Recognition
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
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